What is a dot network?

Excuse me, could you please elaborate on what a dot network is? I've been hearing a lot about it recently in the cryptocurrency circles, but I'm still a bit hazy on the concept. Is it a blockchain platform? Or perhaps a decentralized application framework? I'm particularly interested in understanding its potential use cases and how it might revolutionize the finance industry. Could you guide me through the basics, please?